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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Blink Dagger | 2 | 50.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 34:59 | 33:32 | 33:32 | 36:25 | 36:25 | 36:25 | 02:53 | 02:08 |
 | Swift Blink | 2 | 50.00% | 95.8 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 36:14 | 34:55 | 34:55 | 37:32 | 37:32 | 37:32 | 02:37 | 01:56 |
 | Magic Stick | 3 | 75.00% | 91.7 | 66.67% | +66.67% | -66.67% | 0.00% | 66.67% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Manta Style | 4 | 100.00% | 87.5 | 50.00% | +50.00% | -50.00% | +50.00% | 100.00% | 17:42 | 17:00 | 17:00 | 17:21 | 17:50 | 18:35 | 00:50 | 00:37 |
 | Boots of Speed | 4 | 100.00% | 83.3 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 03:37 | 01:43 | 01:43 | 04:07 | 04:15 | 04:24 | 02:32 | 01:52 |
 | Dragon Lance | 4 | 100.00% | 79.2 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 12:02 | 10:07 | 10:07 | 10:36 | 13:07 | 14:19 | 03:00 | 02:13 |
 | Yasha | 4 | 100.00% | 75.0 | 50.00% | +50.00% | -50.00% | +50.00% | 23.17% | 11:47 | 09:12 | 09:12 | 10:06 | 13:31 | 14:20 | 04:19 | 03:11 |
 | Eye of Skadi | 4 | 100.00% | 70.8 | 50.00% | +50.00% | +50.00% | -50.00% | -88.24% | 24:07 | 22:56 | 22:56 | 23:21 | 24:04 | 26:08 | 01:08 | 00:50 |
 | Crystalys | 4 | 100.00% | 66.7 | 50.00% | +50.00% | +50.00% | -50.00% | -55.56% | 26:30 | 25:13 | 25:13 | 25:37 | 27:01 | 28:07 | 01:48 | 01:20 |
 | Magic Wand | 4 | 100.00% | 62.5 | 50.00% | +50.00% | -50.00% | +50.00% | 10.60% | 08:02 | -01:29 | -01:29 | 10:03 | 10:55 | 12:37 | 12:24 | 09:11 |
 | Power Treads | 4 | 100.00% | 58.3 | 50.00% | +50.00% | +50.00% | -50.00% | -58.82% | 06:20 | 05:01 | 05:01 | 06:27 | 06:43 | 07:08 | 01:42 | 01:15 |
 | Black King Bar | 1 | 25.00% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 25.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 00:00 | 00:00 |
 | Javelin | 1 | 25.00% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Force Staff | 1 | 25.00% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 25.00% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 28:10 | 00:00 | 00:00 |
 | Wraith Band | 1 | 25.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 00:00 | 00:00 |
 | Moon Shard | 1 | 25.00% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 00:00 | 00:00 |
 | Silver Edge | 1 | 25.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 25.00% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 25.00% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 00:00 | 00:00 |
 | Daedalus | 2 | 50.00% | 12.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 32:07 | 28:07 | 28:07 | 36:07 | 36:07 | 36:07 | 08:00 | 05:55 |
 | Wind Lace | 2 | 50.00% | 8.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 09:59 | 09:46 | 09:46 | 10:11 | 10:11 | 10:11 | 00:25 | 00:18 |
 | Quelling Blade | 2 | 50.00% | 4.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 |